Title
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog Stefan Larson Kevin Leach 96 21 0 26 Jul 2022
Probing Semantic Grounding in Language Models of Code with Representational Similarity Analysis Shounak Naik Rajaswa Patil Swati Agarwal V. Baths 29 4 0 15 Jul 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 100 49 0 12 Jul 2022
TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations Dylan Slack Satyapriya Krishna Himabindu Lakkaraju Sameer Singh 84 84 0 08 Jul 2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering Man Luo S. Saxena Swaroop Mishra Mihir Parmar Chitta Baral LMTD 196 16 0 06 Jul 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 135 44 0 28 Jun 2022
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Subhro Roy Sam Thomson Tongfei Chen Richard Shin Adam Pauls Jason Eisner Benjamin Van Durme ALM 114 13 0 21 Jun 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 80 2 0 21 Jun 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing M. Rubino Nicolas Guenon des Mesnards Uday Shah Nan-Jiang Jiang Weiqiong Sun Konstantine Arkoudas 74 3 0 10 Jun 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 72 107 0 03 Jun 2022
Prompt Injection: Parameterization of Fixed Inputs Eunbi Choi Yongrae Jo Joel Jang Minjoon Seo 119 30 0 31 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 82 14 0 25 May 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 88 3 0 25 May 2022
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal ReLM LRM 101 11 0 25 May 2022
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL Ruiqi Zhong Charles Burton Snell Dan Klein Jason Eisner 115 9 0 25 May 2022
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation L. Nie S. Cao Jiaxin Shi Jiu Sun Qingwen Tian Lei Hou Juanzi Li Jidong Zhai GNN 101 22 0 24 May 2022
Instruction Induction: From Few Examples to Natural Language Task Descriptions Or Honovich Uri Shaham Samuel R. Bowman Omer Levy ELM LRM 286 146 0 22 May 2022
Table Retrieval May Not Necessitate Table-specific Model Design Zhiruo Wang Zhengbao Jiang Eric Nyberg Graham Neubig LMTD 73 16 0 19 May 2022
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi Jingyao Tang Ziwei He Xiangpeng Wan Yu-Jie Cheng Chenghu Zhou Xinbing Wang Quanshi Zhang Zhouhan Lin LMTD 90 115 0 14 May 2022
Chart Question Answering: State of the Art and Future Directions Enamul Hoque P. Kavehzadeh Ahmed Masry 44 45 0 08 May 2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver 99 23 0 04 May 2022
Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Alignment Loss Kun Wu Lijie Wang Zhenghua Li Xinyan Xiao 38 0 0 26 Apr 2022
Natural Language to Code Translation with Execution Freda Shi Daniel Fried Marjan Ghazvininejad Luke Zettlemoyer Sida I. Wang 129 129 0 25 Apr 2022
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Yu Gu Yu-Chuan Su 97 73 0 17 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 125 661 0 12 Apr 2022
End-to-End Table Question Answering via Retrieval-Augmented Generation FeiFei Pan Mustafa Canim Michael R. Glass A. Gliozzo James A. Hendler RALM 3DV LMTD 76 16 0 30 Mar 2022
Paraphrasing Techniques for Maritime QA system Fatemeh Shiri Terry Yue Zhuo Zhuang Li Van Nguyen Shirui Pan Weiqing Wang Gholamreza Haffari Yuan-Fang Li 74 12 0 21 Mar 2022
Evaluating the Text-to-SQL Capabilities of Large Language Models Nitarshan Rajkumar Raymond Li Dzmitry Bahdanau LMTD ELM 110 108 0 15 Mar 2022
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 106 27 0 15 Mar 2022
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Yanzhao Zheng Haibin Wang B. Dong Xingjun Wang Changshan Li 97 35 0 14 Mar 2022
S $^2$ SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Binyuan Hui Ruiying Geng Lihan Wang Bowen Qin Bowen Li Jian Sun Yongbin Li 69 57 0 14 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 119 205 0 14 Mar 2022
Code Generation for Unknown Libraries via Reading API Documentations Koki Washio Yusuke Miyao 51 3 0 16 Feb 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 65 6 0 10 Feb 2022
Integrating question answering and text-to-SQL in Portuguese M. M. José M. A. José Denis Deratani Mauá Fabio Gagliardi Cozman LMTD 52 4 0 08 Feb 2022
Rethinking Explainability as a Dialogue: A Practitioner's Perspective Himabindu Lakkaraju Dylan Slack Yuxin Chen Chenhao Tan Sameer Singh LRM 110 64 0 03 Feb 2022
Synchromesh: Reliable code generation from pre-trained language models Gabriel Poesia Oleksandr Polozov Vu Le A. Tiwari Gustavo Soares Christopher Meek Sumit Gulwani 80 163 0 26 Jan 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong Zhoujun Cheng Xinyi He Mengyuan Zhou Anda Zhou Fan Zhou Ao Liu Shi Han Dongmei Zhang LMTD 151 65 0 24 Jan 2022
Korean-Specific Dataset for Table Question Answering Changwook Jun Jooyoung Choi Myoseop Sim Hyun Kim Hansol Jang Kyungkoo Min RALM LMTD 23 4 0 17 Jan 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 137 304 0 16 Jan 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain QA Wanjun Zhong Junjie Huang Qianchu Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan LMTD ReLM LRM 74 12 0 15 Jan 2022
Interactive Data Analysis with Next-step Natural Language Query Recommendation Xingbo Wang Furui Cheng Yong Wang Ke Xu Jiang Long Hong Lu Huamin Qu 88 15 0 13 Jan 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 67 14 0 04 Jan 2022
nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task Yuyu Luo Jiawei Tang Guoliang Li VLM 38 30 0 24 Dec 2021
DB-BERT: a Database Tuning Tool that "Reads the Manual" Immanuel Trummer 65 64 0 21 Dec 2021
Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL Yuntao Li Hanchun Zhang Yutian Li Sirui Wang Wei Wu Yan Zhang 66 8 0 16 Dec 2021
Learning to Transpile AMR into SPARQL Mihaela A. Bornea Ramón Fernández Astudillo Tahira Naseem Nandana Mihindukulasooriya Ibrahim Abdelaziz Pavan Kapanipathi Radu Florian Salim Roukos 81 6 0 15 Dec 2021
Weakly Supervised Text-to-SQL Parsing through Question Decomposition Tomer Wolfson Daniel Deutch Jonathan Berant ReLM 45 16 0 12 Dec 2021
Compositional Generalization for Natural Language Interfaces to Web APIs Saghar Hosseini Ahmed Hassan Awadallah Yu-Chuan Su 70 6 0 09 Dec 2021
Hierarchical Neural Data Synthesis for Semantic Parsing Wei Yang Peng Xu Yanshuai Cao 66 9 0 04 Dec 2021